Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 1511 |
| Missing cells | 3045 |
| Missing cells (%) | 11.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 212.6 KiB |
| Average record size in memory | 144.1 B |
Variable types
| Text | 8 |
|---|---|
| Categorical | 5 |
| Numeric | 5 |
userId_x has 405 (26.8%) missing values | Missing |
proficiency has 26 (1.7%) missing values | Missing |
VerificationStatus has 26 (1.7%) missing values | Missing |
projectName has 400 (26.5%) missing values | Missing |
ProjectDescription has 400 (26.5%) missing values | Missing |
certificateName has 405 (26.8%) missing values | Missing |
CertificateDescription has 405 (26.8%) missing values | Missing |
issuingAuthority has 405 (26.8%) missing values | Missing |
CurentStatus has 26 (1.7%) missing values | Missing |
comments has 521 (34.5%) missing values | Missing |
skillName has 26 (1.7%) missing values | Missing |
hackerRankScore has 38 (2.5%) zeros | Zeros |
validityPeriodMonths has 405 (26.8%) zeros | Zeros |
rating has 521 (34.5%) zeros | Zeros |
total_project_days has 400 (26.5%) zeros | Zeros |
chanceToApprove has 405 (26.8%) zeros | Zeros |
Reproduction
| Analysis started | 2024-04-13 17:25:54.489957 |
|---|---|
| Analysis finished | 2024-04-13 17:25:59.919899 |
| Duration | 5.43 seconds |
| Software version | ydata-profiling vv4.7.0 |
| Download configuration | config.json |
userId_x
Text
MISSING
| Distinct | 354 |
|---|---|
| Distinct (%) | 32.0% |
| Missing | 405 |
| Missing (%) | 26.8% |
| Memory size | 11.9 KiB |
Length
| Max length | 24 |
|---|---|
| Median length | 24 |
| Mean length | 24 |
| Min length | 24 |
Characters and Unicode
| Total characters | 26544 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 77 ? |
|---|---|
| Unique (%) | 7.0% |
Sample
| 1st row | 66129473addf941b98f24c4a |
|---|---|
| 2nd row | 66129472addf941b98f24c39 |
| 3rd row | 66129484addf941b98f24d52 |
| 4th row | 6612946caddf941b98f24be3 |
| 5th row | 6612947daddf941b98f24cf0 |
| Value | Count | Frequency (%) |
| 66129487addf941b98f24d7c | 12 | 1.1% |
| 6612946caddf941b98f24be3 | 12 | 1.1% |
| 66129489addf941b98f24daa | 10 | 0.9% |
| 66129484addf941b98f24d4e | 8 | 0.7% |
| 6612947eaddf941b98f24cff | 8 | 0.7% |
| 66129477addf941b98f24c8a | 8 | 0.7% |
| 66129481addf941b98f24d23 | 8 | 0.7% |
| 6612947eaddf941b98f24cfa | 8 | 0.7% |
| 66129486addf941b98f24d78 | 8 | 0.7% |
| 66129470addf941b98f24c17 | 8 | 0.7% |
| Other values (344) | 1016 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 3543 | |
| 9 | 3493 | |
| d | 2821 | |
| 6 | 2586 | |
| 1 | 2411 | |
| f | 2408 | |
| 2 | 2385 | |
| 8 | 1673 | |
| b | 1453 | |
| a | 1301 | 4.9% |
| Other values (6) | 2470 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 26544 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4 | 3543 | |
| 9 | 3493 | |
| d | 2821 | |
| 6 | 2586 | |
| 1 | 2411 | |
| f | 2408 | |
| 2 | 2385 | |
| 8 | 1673 | |
| b | 1453 | |
| a | 1301 | 4.9% |
| Other values (6) | 2470 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 26544 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4 | 3543 | |
| 9 | 3493 | |
| d | 2821 | |
| 6 | 2586 | |
| 1 | 2411 | |
| f | 2408 | |
| 2 | 2385 | |
| 8 | 1673 | |
| b | 1453 | |
| a | 1301 | 4.9% |
| Other values (6) | 2470 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 26544 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4 | 3543 | |
| 9 | 3493 | |
| d | 2821 | |
| 6 | 2586 | |
| 1 | 2411 | |
| f | 2408 | |
| 2 | 2385 | |
| 8 | 1673 | |
| b | 1453 | |
| a | 1301 | 4.9% |
| Other values (6) | 2470 |
proficiency
Categorical
MISSING
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 26 |
| Missing (%) | 1.7% |
| Memory size | 11.9 KiB |
| advanced | |
|---|---|
| intermediate | |
| beginner |
Length
| Max length | 12 |
|---|---|
| Median length | 8 |
| Mean length | 9.3279461 |
| Min length | 8 |
Characters and Unicode
| Total characters | 13852 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | intermediate |
|---|---|
| 2nd row | advanced |
| 3rd row | advanced |
| 4th row | advanced |
| 5th row | advanced |
Common Values
| Value | Count | Frequency (%) |
| advanced | 519 | |
| intermediate | 493 | |
| beginner | 473 | |
| (Missing) | 26 | 1.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| advanced | 519 | |
| intermediate | 493 | |
| beginner | 473 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2944 | |
| n | 1958 | |
| a | 1531 | |
| d | 1531 | |
| i | 1459 | |
| t | 986 | 7.1% |
| r | 966 | 7.0% |
| v | 519 | 3.7% |
| c | 519 | 3.7% |
| m | 493 | 3.6% |
| Other values (2) | 946 | 6.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13852 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2944 | |
| n | 1958 | |
| a | 1531 | |
| d | 1531 | |
| i | 1459 | |
| t | 986 | 7.1% |
| r | 966 | 7.0% |
| v | 519 | 3.7% |
| c | 519 | 3.7% |
| m | 493 | 3.6% |
| Other values (2) | 946 | 6.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13852 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2944 | |
| n | 1958 | |
| a | 1531 | |
| d | 1531 | |
| i | 1459 | |
| t | 986 | 7.1% |
| r | 966 | 7.0% |
| v | 519 | 3.7% |
| c | 519 | 3.7% |
| m | 493 | 3.6% |
| Other values (2) | 946 | 6.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13852 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2944 | |
| n | 1958 | |
| a | 1531 | |
| d | 1531 | |
| i | 1459 | |
| t | 986 | 7.1% |
| r | 966 | 7.0% |
| v | 519 | 3.7% |
| c | 519 | 3.7% |
| m | 493 | 3.6% |
| Other values (2) | 946 | 6.8% |
VerificationStatus
Categorical
MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 26 |
| Missing (%) | 1.7% |
| Memory size | 11.9 KiB |
| Not Verified | |
|---|---|
| Verified |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 10.074074 |
| Min length | 8 |
Characters and Unicode
| Total characters | 14960 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Verified |
|---|---|
| 2nd row | Verified |
| 3rd row | Verified |
| 4th row | Verified |
| 5th row | Verified |
Common Values
| Value | Count | Frequency (%) |
| Not Verified | 770 | |
| Verified | 715 | |
| (Missing) | 26 | 1.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| verified | 1485 | |
| not | 770 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2970 | |
| i | 2970 | |
| V | 1485 | |
| r | 1485 | |
| f | 1485 | |
| d | 1485 | |
| N | 770 | 5.1% |
| o | 770 | 5.1% |
| t | 770 | 5.1% |
| 770 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14960 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2970 | |
| i | 2970 | |
| V | 1485 | |
| r | 1485 | |
| f | 1485 | |
| d | 1485 | |
| N | 770 | 5.1% |
| o | 770 | 5.1% |
| t | 770 | 5.1% |
| 770 | 5.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14960 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2970 | |
| i | 2970 | |
| V | 1485 | |
| r | 1485 | |
| f | 1485 | |
| d | 1485 | |
| N | 770 | 5.1% |
| o | 770 | 5.1% |
| t | 770 | 5.1% |
| 770 | 5.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14960 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2970 | |
| i | 2970 | |
| V | 1485 | |
| r | 1485 | |
| f | 1485 | |
| d | 1485 | |
| N | 770 | 5.1% |
| o | 770 | 5.1% |
| t | 770 | 5.1% |
| 770 | 5.1% |
hackerRankScore
Real number (ℝ)
ZEROS
| Distinct | 101 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.034414 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 38 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 22 |
| median | 48 |
| Q3 | 76 |
| 95-th percentile | 96 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 54 |
Descriptive statistics
| Standard deviation | 30.201445 |
|---|---|
| Coefficient of variation (CV) | 0.61592344 |
| Kurtosis | -1.2487206 |
| Mean | 49.034414 |
| Median Absolute Deviation (MAD) | 27 |
| Skewness | 0.020494467 |
| Sum | 74091 |
| Variance | 912.12729 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 38 | 2.5% |
| 40 | 24 | 1.6% |
| 99 | 23 | 1.5% |
| 3 | 22 | 1.5% |
| 7 | 22 | 1.5% |
| 86 | 21 | 1.4% |
| 60 | 21 | 1.4% |
| 45 | 20 | 1.3% |
| 31 | 20 | 1.3% |
| 25 | 20 | 1.3% |
| Other values (91) | 1280 |
| Value | Count | Frequency (%) |
| 0 | 38 | |
| 1 | 17 | |
| 2 | 12 | 0.8% |
| 3 | 22 | |
| 4 | 13 | 0.9% |
| 5 | 14 | 0.9% |
| 6 | 12 | 0.8% |
| 7 | 22 | |
| 8 | 13 | 0.9% |
| 9 | 19 |
| Value | Count | Frequency (%) |
| 100 | 16 | |
| 99 | 23 | |
| 98 | 10 | |
| 97 | 15 | |
| 96 | 17 | |
| 95 | 17 | |
| 94 | 14 | |
| 93 | 14 | |
| 92 | 14 | |
| 91 | 19 |
designation
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.9 KiB |
| Principal Architect | |
|---|---|
| Consultant | |
| Software Engineer | |
| Architect | |
| Sr. Software Engineer |
Length
| Max length | 21 |
|---|---|
| Median length | 17 |
| Mean length | 15.335539 |
| Min length | 9 |
Characters and Unicode
| Total characters | 23172 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Architect |
|---|---|
| 2nd row | Architect |
| 3rd row | Principal Architect |
| 4th row | Principal Architect |
| 5th row | Principal Architect |
Common Values
| Value | Count | Frequency (%) |
| Principal Architect | 278 | |
| Consultant | 268 | |
| Software Engineer | 261 | |
| Architect | 243 | |
| Sr. Software Engineer | 242 | |
| Solution Enabler | 219 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| architect | 521 | |
| software | 503 | |
| engineer | 503 | |
| principal | 278 | |
| consultant | 268 | |
| sr | 242 | |
| solution | 219 | |
| enabler | 219 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 2300 | 9.9% |
| r | 2266 | 9.8% |
| n | 2258 | 9.7% |
| e | 2249 | 9.7% |
| i | 1799 | 7.8% |
| c | 1320 | 5.7% |
| a | 1268 | 5.5% |
| 1242 | 5.4% | |
| o | 1209 | 5.2% |
| l | 984 | 4.2% |
| Other values (14) | 6277 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 23172 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 2300 | 9.9% |
| r | 2266 | 9.8% |
| n | 2258 | 9.7% |
| e | 2249 | 9.7% |
| i | 1799 | 7.8% |
| c | 1320 | 5.7% |
| a | 1268 | 5.5% |
| 1242 | 5.4% | |
| o | 1209 | 5.2% |
| l | 984 | 4.2% |
| Other values (14) | 6277 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 23172 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 2300 | 9.9% |
| r | 2266 | 9.8% |
| n | 2258 | 9.7% |
| e | 2249 | 9.7% |
| i | 1799 | 7.8% |
| c | 1320 | 5.7% |
| a | 1268 | 5.5% |
| 1242 | 5.4% | |
| o | 1209 | 5.2% |
| l | 984 | 4.2% |
| Other values (14) | 6277 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 23172 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 2300 | 9.9% |
| r | 2266 | 9.8% |
| n | 2258 | 9.7% |
| e | 2249 | 9.7% |
| i | 1799 | 7.8% |
| c | 1320 | 5.7% |
| a | 1268 | 5.5% |
| 1242 | 5.4% | |
| o | 1209 | 5.2% |
| l | 984 | 4.2% |
| Other values (14) | 6277 |
projectName
Text
MISSING
| Distinct | 591 |
|---|---|
| Distinct (%) | 53.2% |
| Missing | 400 |
| Missing (%) | 26.5% |
| Memory size | 11.9 KiB |
Length
| Max length | 33 |
|---|---|
| Median length | 28 |
| Mean length | 16.60486 |
| Min length | 7 |
Characters and Unicode
| Total characters | 18448 |
|---|---|
| Distinct characters | 53 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 263 ? |
|---|---|
| Unique (%) | 23.7% |
Sample
| 1st row | Hicks-Rodriguez |
|---|---|
| 2nd row | Keller PLC |
| 3rd row | Schultz, Jacobs and Warner |
| 4th row | Campos and Sons |
| 5th row | Cline, Campbell and Gibson |
| Value | Count | Frequency (%) |
| and | 427 | 16.2% |
| group | 74 | 2.8% |
| plc | 72 | 2.7% |
| llc | 65 | 2.5% |
| sons | 63 | 2.4% |
| ltd | 54 | 2.0% |
| inc | 46 | 1.7% |
| smith | 41 | 1.6% |
| thomas | 27 | 1.0% |
| brown | 25 | 0.9% |
| Other values (624) | 1746 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1702 | 9.2% |
| a | 1540 | 8.3% |
| 1529 | 8.3% | |
| o | 1249 | 6.8% |
| e | 1245 | 6.7% |
| r | 1122 | 6.1% |
| l | 871 | 4.7% |
| s | 857 | 4.6% |
| d | 784 | 4.2% |
| i | 742 | 4.0% |
| Other values (43) | 6807 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 18448 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 1702 | 9.2% |
| a | 1540 | 8.3% |
| 1529 | 8.3% | |
| o | 1249 | 6.8% |
| e | 1245 | 6.7% |
| r | 1122 | 6.1% |
| l | 871 | 4.7% |
| s | 857 | 4.6% |
| d | 784 | 4.2% |
| i | 742 | 4.0% |
| Other values (43) | 6807 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 18448 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 1702 | 9.2% |
| a | 1540 | 8.3% |
| 1529 | 8.3% | |
| o | 1249 | 6.8% |
| e | 1245 | 6.7% |
| r | 1122 | 6.1% |
| l | 871 | 4.7% |
| s | 857 | 4.6% |
| d | 784 | 4.2% |
| i | 742 | 4.0% |
| Other values (43) | 6807 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 18448 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 1702 | 9.2% |
| a | 1540 | 8.3% |
| 1529 | 8.3% | |
| o | 1249 | 6.8% |
| e | 1245 | 6.7% |
| r | 1122 | 6.1% |
| l | 871 | 4.7% |
| s | 857 | 4.6% |
| d | 784 | 4.2% |
| i | 742 | 4.0% |
| Other values (43) | 6807 |
MISSING
| Distinct | 600 |
|---|---|
| Distinct (%) | 54.0% |
| Missing | 400 |
| Missing (%) | 26.5% |
| Memory size | 11.9 KiB |
Length
| Max length | 201 |
|---|---|
| Median length | 167 |
| Mean length | 148.86229 |
| Min length | 18 |
Characters and Unicode
| Total characters | 165386 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 271 ? |
|---|---|
| Unique (%) | 24.4% |
Sample
| 1st row | Name history consumer allow expert. Because enjoy establish perform recognize teacher. Social letter food over perhaps appear. Two walk least generation small admit. Thought different else week here. |
|---|---|
| 2nd row | Machine network dream here ask detail single. Paper improve third laugh entire cause despite. He study others. Throughout executive old travel. Per health news. Put population us receive. |
| 3rd row | Relationship employee wife. Design for hour office factor eight hear. Number tree school church capital. Mission daughter student may form summer. Consider impact heart. |
| 4th row | Information begin article true. Base body clearly hotel artist. Finish general different director. Public strong along business this former. |
| 5th row | Where worker drug investment those. Forward then box ask clear. Mean type model. Region minute through financial. Source election mission mind style painting senior. |
| Value | Count | Frequency (%) |
| view | 54 | 0.2% |
| also | 53 | 0.2% |
| spend | 50 | 0.2% |
| head | 50 | 0.2% |
| mission | 49 | 0.2% |
| much | 49 | 0.2% |
| cause | 48 | 0.2% |
| soldier | 46 | 0.2% |
| machine | 46 | 0.2% |
| me | 46 | 0.2% |
| Other values (961) | 24241 |
Most occurring characters
| Value | Count | Frequency (%) |
| 22802 | ||
| e | 18055 | 10.9% |
| r | 10391 | 6.3% |
| t | 10225 | 6.2% |
| a | 10064 | 6.1% |
| o | 9402 | 5.7% |
| i | 9344 | 5.6% |
| n | 8820 | 5.3% |
| s | 7348 | 4.4% |
| l | 6462 | 3.9% |
| Other values (44) | 52473 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 165386 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 22802 | ||
| e | 18055 | 10.9% |
| r | 10391 | 6.3% |
| t | 10225 | 6.2% |
| a | 10064 | 6.1% |
| o | 9402 | 5.7% |
| i | 9344 | 5.6% |
| n | 8820 | 5.3% |
| s | 7348 | 4.4% |
| l | 6462 | 3.9% |
| Other values (44) | 52473 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 165386 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 22802 | ||
| e | 18055 | 10.9% |
| r | 10391 | 6.3% |
| t | 10225 | 6.2% |
| a | 10064 | 6.1% |
| o | 9402 | 5.7% |
| i | 9344 | 5.6% |
| n | 8820 | 5.3% |
| s | 7348 | 4.4% |
| l | 6462 | 3.9% |
| Other values (44) | 52473 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 165386 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 22802 | ||
| e | 18055 | 10.9% |
| r | 10391 | 6.3% |
| t | 10225 | 6.2% |
| a | 10064 | 6.1% |
| o | 9402 | 5.7% |
| i | 9344 | 5.6% |
| n | 8820 | 5.3% |
| s | 7348 | 4.4% |
| l | 6462 | 3.9% |
| Other values (44) | 52473 |
certificateName
Text
MISSING
| Distinct | 431 |
|---|---|
| Distinct (%) | 39.0% |
| Missing | 405 |
| Missing (%) | 26.8% |
| Memory size | 11.9 KiB |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 5.5831826 |
| Min length | 1 |
Characters and Unicode
| Total characters | 6175 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 145 ? |
|---|---|
| Unique (%) | 13.1% |
Sample
| 1st row | box |
|---|---|
| 2nd row | world |
| 3rd row | radio |
| 4th row | about |
| 5th row | plant |
| Value | Count | Frequency (%) |
| effort | 10 | 0.9% |
| nature | 9 | 0.8% |
| before | 9 | 0.8% |
| just | 9 | 0.8% |
| former | 8 | 0.7% |
| fast | 8 | 0.7% |
| require | 8 | 0.7% |
| picture | 7 | 0.6% |
| focus | 7 | 0.6% |
| would | 7 | 0.6% |
| Other values (421) | 1024 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 861 | |
| r | 503 | 8.1% |
| a | 477 | 7.7% |
| t | 474 | 7.7% |
| o | 446 | 7.2% |
| s | 416 | 6.7% |
| i | 386 | 6.3% |
| n | 369 | 6.0% |
| l | 292 | 4.7% |
| c | 244 | 4.0% |
| Other values (19) | 1707 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6175 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 861 | |
| r | 503 | 8.1% |
| a | 477 | 7.7% |
| t | 474 | 7.7% |
| o | 446 | 7.2% |
| s | 416 | 6.7% |
| i | 386 | 6.3% |
| n | 369 | 6.0% |
| l | 292 | 4.7% |
| c | 244 | 4.0% |
| Other values (19) | 1707 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6175 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 861 | |
| r | 503 | 8.1% |
| a | 477 | 7.7% |
| t | 474 | 7.7% |
| o | 446 | 7.2% |
| s | 416 | 6.7% |
| i | 386 | 6.3% |
| n | 369 | 6.0% |
| l | 292 | 4.7% |
| c | 244 | 4.0% |
| Other values (19) | 1707 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6175 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 861 | |
| r | 503 | 8.1% |
| a | 477 | 7.7% |
| t | 474 | 7.7% |
| o | 446 | 7.2% |
| s | 416 | 6.7% |
| i | 386 | 6.3% |
| n | 369 | 6.0% |
| l | 292 | 4.7% |
| c | 244 | 4.0% |
| Other values (19) | 1707 |
MISSING
| Distinct | 598 |
|---|---|
| Distinct (%) | 54.1% |
| Missing | 405 |
| Missing (%) | 26.8% |
| Memory size | 11.9 KiB |
Length
| Max length | 67 |
|---|---|
| Median length | 49 |
| Mean length | 35.723327 |
| Min length | 13 |
Characters and Unicode
| Total characters | 39510 |
|---|---|
| Distinct characters | 52 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 270 ? |
|---|---|
| Unique (%) | 24.4% |
Sample
| 1st row | Whom might when weight own. |
|---|---|
| 2nd row | Process its direction yeah. |
| 3rd row | Whom reach part career. |
| 4th row | Agent network pattern book identify. |
| 5th row | Hair often any help treat oil event up. |
| Value | Count | Frequency (%) |
| book | 29 | 0.5% |
| remember | 20 | 0.3% |
| difference | 19 | 0.3% |
| cold | 19 | 0.3% |
| upon | 18 | 0.3% |
| or | 18 | 0.3% |
| edge | 17 | 0.3% |
| employee | 17 | 0.3% |
| time | 16 | 0.3% |
| fear | 16 | 0.3% |
| Other values (942) | 5878 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4961 | 12.6% | |
| e | 4324 | 10.9% |
| t | 2581 | 6.5% |
| a | 2507 | 6.3% |
| r | 2465 | 6.2% |
| o | 2417 | 6.1% |
| i | 2249 | 5.7% |
| n | 2205 | 5.6% |
| l | 1686 | 4.3% |
| s | 1615 | 4.1% |
| Other values (42) | 12500 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 39510 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 4961 | 12.6% | |
| e | 4324 | 10.9% |
| t | 2581 | 6.5% |
| a | 2507 | 6.3% |
| r | 2465 | 6.2% |
| o | 2417 | 6.1% |
| i | 2249 | 5.7% |
| n | 2205 | 5.6% |
| l | 1686 | 4.3% |
| s | 1615 | 4.1% |
| Other values (42) | 12500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 39510 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 4961 | 12.6% | |
| e | 4324 | 10.9% |
| t | 2581 | 6.5% |
| a | 2507 | 6.3% |
| r | 2465 | 6.2% |
| o | 2417 | 6.1% |
| i | 2249 | 5.7% |
| n | 2205 | 5.6% |
| l | 1686 | 4.3% |
| s | 1615 | 4.1% |
| Other values (42) | 12500 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 39510 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 4961 | 12.6% | |
| e | 4324 | 10.9% |
| t | 2581 | 6.5% |
| a | 2507 | 6.3% |
| r | 2465 | 6.2% |
| o | 2417 | 6.1% |
| i | 2249 | 5.7% |
| n | 2205 | 5.6% |
| l | 1686 | 4.3% |
| s | 1615 | 4.1% |
| Other values (42) | 12500 |
issuingAuthority
Text
MISSING
| Distinct | 590 |
|---|---|
| Distinct (%) | 53.3% |
| Missing | 405 |
| Missing (%) | 26.8% |
| Memory size | 11.9 KiB |
Length
| Max length | 32 |
|---|---|
| Median length | 27 |
| Mean length | 16.28481 |
| Min length | 6 |
Characters and Unicode
| Total characters | 18011 |
|---|---|
| Distinct characters | 53 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 263 ? |
|---|---|
| Unique (%) | 23.8% |
Sample
| 1st row | Mitchell Inc |
|---|---|
| 2nd row | Adkins-Fisher |
| 3rd row | King Inc |
| 4th row | Knight-Garcia |
| 5th row | Brown, Pierce and Blackburn |
| Value | Count | Frequency (%) |
| and | 419 | 16.0% |
| group | 83 | 3.2% |
| plc | 76 | 2.9% |
| sons | 61 | 2.3% |
| inc | 61 | 2.3% |
| llc | 52 | 2.0% |
| ltd | 51 | 1.9% |
| smith | 31 | 1.2% |
| lopez | 23 | 0.9% |
| brown | 23 | 0.9% |
| Other values (627) | 1745 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1644 | 9.1% |
| 1519 | 8.4% | |
| a | 1470 | 8.2% |
| e | 1267 | 7.0% |
| o | 1199 | 6.7% |
| r | 1184 | 6.6% |
| s | 826 | 4.6% |
| d | 794 | 4.4% |
| l | 792 | 4.4% |
| i | 727 | 4.0% |
| Other values (43) | 6589 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 18011 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 1644 | 9.1% |
| 1519 | 8.4% | |
| a | 1470 | 8.2% |
| e | 1267 | 7.0% |
| o | 1199 | 6.7% |
| r | 1184 | 6.6% |
| s | 826 | 4.6% |
| d | 794 | 4.4% |
| l | 792 | 4.4% |
| i | 727 | 4.0% |
| Other values (43) | 6589 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 18011 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 1644 | 9.1% |
| 1519 | 8.4% | |
| a | 1470 | 8.2% |
| e | 1267 | 7.0% |
| o | 1199 | 6.7% |
| r | 1184 | 6.6% |
| s | 826 | 4.6% |
| d | 794 | 4.4% |
| l | 792 | 4.4% |
| i | 727 | 4.0% |
| Other values (43) | 6589 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 18011 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 1644 | 9.1% |
| 1519 | 8.4% | |
| a | 1470 | 8.2% |
| e | 1267 | 7.0% |
| o | 1199 | 6.7% |
| r | 1184 | 6.6% |
| s | 826 | 4.6% |
| d | 794 | 4.4% |
| l | 792 | 4.4% |
| i | 727 | 4.0% |
| Other values (43) | 6589 |
validityPeriodMonths
Real number (ℝ)
ZEROS
| Distinct | 49 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.293183 |
| Minimum | 0 |
|---|---|
| Maximum | 48 |
| Zeros | 405 |
| Zeros (%) | 26.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 17 |
| Q3 | 33 |
| 95-th percentile | 45 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 16.31919 |
|---|---|
| Coefficient of variation (CV) | 0.89209134 |
| Kurtosis | -1.3526952 |
| Mean | 18.293183 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 0.30630429 |
| Sum | 27641 |
| Variance | 266.31597 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 0 | 405 | |
| 35 | 47 | 3.1% |
| 28 | 38 | 2.5% |
| 41 | 38 | 2.5% |
| 23 | 36 | 2.4% |
| 45 | 33 | 2.2% |
| 7 | 33 | 2.2% |
| 22 | 33 | 2.2% |
| 39 | 30 | 2.0% |
| 12 | 29 | 1.9% |
| Other values (39) | 789 |
| Value | Count | Frequency (%) |
| 0 | 405 | |
| 1 | 22 | 1.5% |
| 2 | 29 | 1.9% |
| 3 | 21 | 1.4% |
| 4 | 20 | 1.3% |
| 5 | 17 | 1.1% |
| 6 | 22 | 1.5% |
| 7 | 33 | 2.2% |
| 8 | 27 | 1.8% |
| 9 | 22 | 1.5% |
| Value | Count | Frequency (%) |
| 48 | 20 | |
| 47 | 27 | |
| 46 | 19 | |
| 45 | 33 | |
| 44 | 28 | |
| 43 | 29 | |
| 42 | 18 | |
| 41 | 38 | |
| 40 | 9 | 0.6% |
| 39 | 30 |
CurentStatus
Categorical
MISSING
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 26 |
| Missing (%) | 1.7% |
| Memory size | 11.9 KiB |
| Rejected | |
|---|---|
| Pending | |
| Approved |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.6666667 |
| Min length | 7 |
Characters and Unicode
| Total characters | 11385 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Approved |
|---|---|
| 2nd row | Rejected |
| 3rd row | Approved |
| 4th row | Approved |
| 5th row | Approved |
Common Values
| Value | Count | Frequency (%) |
| Rejected | 496 | |
| Pending | 495 | |
| Approved | 494 | |
| (Missing) | 26 | 1.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| rejected | 496 | |
| pending | 495 | |
| approved | 494 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2477 | |
| d | 1485 | |
| n | 990 | 8.7% |
| p | 988 | 8.7% |
| R | 496 | 4.4% |
| j | 496 | 4.4% |
| c | 496 | 4.4% |
| t | 496 | 4.4% |
| P | 495 | 4.3% |
| i | 495 | 4.3% |
| Other values (5) | 2471 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11385 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2477 | |
| d | 1485 | |
| n | 990 | 8.7% |
| p | 988 | 8.7% |
| R | 496 | 4.4% |
| j | 496 | 4.4% |
| c | 496 | 4.4% |
| t | 496 | 4.4% |
| P | 495 | 4.3% |
| i | 495 | 4.3% |
| Other values (5) | 2471 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11385 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2477 | |
| d | 1485 | |
| n | 990 | 8.7% |
| p | 988 | 8.7% |
| R | 496 | 4.4% |
| j | 496 | 4.4% |
| c | 496 | 4.4% |
| t | 496 | 4.4% |
| P | 495 | 4.3% |
| i | 495 | 4.3% |
| Other values (5) | 2471 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11385 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2477 | |
| d | 1485 | |
| n | 990 | 8.7% |
| p | 988 | 8.7% |
| R | 496 | 4.4% |
| j | 496 | 4.4% |
| c | 496 | 4.4% |
| t | 496 | 4.4% |
| P | 495 | 4.3% |
| i | 495 | 4.3% |
| Other values (5) | 2471 |
comments
Text
MISSING
| Distinct | 990 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 521 |
| Missing (%) | 34.5% |
| Memory size | 11.9 KiB |
Length
| Max length | 201 |
|---|---|
| Median length | 159 |
| Mean length | 145.53535 |
| Min length | 46 |
Characters and Unicode
| Total characters | 144080 |
|---|---|
| Distinct characters | 54 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 990 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Agent oil away. That among offer tell most. Number plan effort child doctor beyond wonder. Herself change bank happy. Suffer issue foreign candidate despite imagine. |
|---|---|
| 2nd row | After information practice response teacher. Identify main doctor skill large. Eat group window watch art hotel prevent. |
| 3rd row | Door audience month test police. Service stage very entire account resource do. Likely claim each prove office research money. |
| 4th row | Person opportunity probably local response. Citizen director thought exactly drive education case. |
| 5th row | Enough media hard today theory guess defense same. Employee debate leg yard leave reality. Begin unit free behavior chance voice above. |
| Value | Count | Frequency (%) |
| world | 38 | 0.2% |
| pay | 37 | 0.2% |
| age | 37 | 0.2% |
| win | 35 | 0.2% |
| our | 35 | 0.2% |
| character | 34 | 0.2% |
| establish | 34 | 0.2% |
| happen | 34 | 0.2% |
| rock | 34 | 0.2% |
| open | 34 | 0.2% |
| Other values (961) | 21206 |
Most occurring characters
| Value | Count | Frequency (%) |
| 19873 | ||
| e | 15634 | 10.9% |
| t | 9184 | 6.4% |
| r | 9057 | 6.3% |
| a | 8769 | 6.1% |
| o | 8400 | 5.8% |
| i | 8144 | 5.7% |
| n | 7591 | 5.3% |
| s | 6292 | 4.4% |
| l | 5722 | 4.0% |
| Other values (44) | 45414 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 144080 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 19873 | ||
| e | 15634 | 10.9% |
| t | 9184 | 6.4% |
| r | 9057 | 6.3% |
| a | 8769 | 6.1% |
| o | 8400 | 5.8% |
| i | 8144 | 5.7% |
| n | 7591 | 5.3% |
| s | 6292 | 4.4% |
| l | 5722 | 4.0% |
| Other values (44) | 45414 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 144080 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 19873 | ||
| e | 15634 | 10.9% |
| t | 9184 | 6.4% |
| r | 9057 | 6.3% |
| a | 8769 | 6.1% |
| o | 8400 | 5.8% |
| i | 8144 | 5.7% |
| n | 7591 | 5.3% |
| s | 6292 | 4.4% |
| l | 5722 | 4.0% |
| Other values (44) | 45414 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 144080 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 19873 | ||
| e | 15634 | 10.9% |
| t | 9184 | 6.4% |
| r | 9057 | 6.3% |
| a | 8769 | 6.1% |
| o | 8400 | 5.8% |
| i | 8144 | 5.7% |
| n | 7591 | 5.3% |
| s | 6292 | 4.4% |
| l | 5722 | 4.0% |
| Other values (44) | 45414 |
rating
Real number (ℝ)
ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23163468 |
| Minimum | -3 |
|---|---|
| Maximum | 5 |
| Zeros | 521 |
| Zeros (%) | 34.5% |
| Negative | 519 |
| Negative (%) | 34.3% |
| Memory size | 11.9 KiB |
Quantile statistics
| Minimum | -3 |
|---|---|
| 5-th percentile | -3 |
| Q1 | -1 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 8 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.2293835 |
|---|---|
| Coefficient of variation (CV) | 9.6245672 |
| Kurtosis | -0.34538906 |
| Mean | 0.23163468 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.52641704 |
| Sum | 350 |
| Variance | 4.9701509 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 521 | |
| -3 | 213 | |
| -1 | 210 | |
| 1 | 101 | 6.7% |
| 2 | 100 | 6.6% |
| 4 | 96 | 6.4% |
| -2 | 96 | 6.4% |
| 5 | 92 | 6.1% |
| 3 | 82 | 5.4% |
| Value | Count | Frequency (%) |
| -3 | 213 | |
| -2 | 96 | 6.4% |
| -1 | 210 | |
| 0 | 521 | |
| 1 | 101 | 6.7% |
| 2 | 100 | 6.6% |
| 3 | 82 | 5.4% |
| 4 | 96 | 6.4% |
| 5 | 92 | 6.1% |
| Value | Count | Frequency (%) |
| 5 | 92 | 6.1% |
| 4 | 96 | 6.4% |
| 3 | 82 | 5.4% |
| 2 | 100 | 6.6% |
| 1 | 101 | 6.7% |
| 0 | 521 | |
| -1 | 210 | |
| -2 | 96 | 6.4% |
| -3 | 213 |
skillName
Categorical
MISSING
| Distinct | 17 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 26 |
| Missing (%) | 1.7% |
| Memory size | 11.9 KiB |
| Flask | |
|---|---|
| Alteryx | 99 |
| Python | 98 |
| Presenting | 95 |
| AWS | 90 |
| Other values (12) |
Length
| Max length | 12 |
|---|---|
| Median length | 9 |
| Mean length | 6.7117845 |
| Min length | 3 |
Characters and Unicode
| Total characters | 9967 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DBT |
|---|---|
| 2nd row | React Native |
| 3rd row | Flask |
| 4th row | React |
| 5th row | React Native |
Common Values
| Value | Count | Frequency (%) |
| Flask | 108 | 7.1% |
| Alteryx | 99 | 6.6% |
| Python | 98 | 6.5% |
| Presenting | 95 | 6.3% |
| AWS | 90 | 6.0% |
| DBT | 89 | 5.9% |
| ADF | 88 | 5.8% |
| Project Mgmt | 87 | 5.8% |
| PHP | 86 | 5.7% |
| Django | 84 | 5.6% |
| Other values (7) | 561 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| aws | 174 | 9.6% |
| react | 156 | 8.6% |
| flask | 108 | 6.0% |
| alteryx | 99 | 5.5% |
| python | 98 | 5.4% |
| presenting | 95 | 5.2% |
| dbt | 89 | 4.9% |
| adf | 88 | 4.9% |
| project | 87 | 4.8% |
| mgmt | 87 | 4.8% |
| Other values (9) | 729 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 850 | 8.5% |
| a | 763 | 7.7% |
| t | 702 | 7.0% |
| n | 539 | 5.4% |
| P | 526 | 5.3% |
| l | 454 | 4.6% |
| A | 444 | 4.5% |
| r | 438 | 4.4% |
| o | 427 | 4.3% |
| g | 349 | 3.5% |
| Other values (28) | 4475 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9967 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 850 | 8.5% |
| a | 763 | 7.7% |
| t | 702 | 7.0% |
| n | 539 | 5.4% |
| P | 526 | 5.3% |
| l | 454 | 4.6% |
| A | 444 | 4.5% |
| r | 438 | 4.4% |
| o | 427 | 4.3% |
| g | 349 | 3.5% |
| Other values (28) | 4475 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9967 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 850 | 8.5% |
| a | 763 | 7.7% |
| t | 702 | 7.0% |
| n | 539 | 5.4% |
| P | 526 | 5.3% |
| l | 454 | 4.6% |
| A | 444 | 4.5% |
| r | 438 | 4.4% |
| o | 427 | 4.3% |
| g | 349 | 3.5% |
| Other values (28) | 4475 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9967 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 850 | 8.5% |
| a | 763 | 7.7% |
| t | 702 | 7.0% |
| n | 539 | 5.4% |
| P | 526 | 5.3% |
| l | 454 | 4.6% |
| A | 444 | 4.5% |
| r | 438 | 4.4% |
| o | 427 | 4.3% |
| g | 349 | 3.5% |
| Other values (28) | 4475 |
total_project_days
Real number (ℝ)
ZEROS
| Distinct | 296 |
|---|---|
| Distinct (%) | 19.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 129.09596 |
| Minimum | 0 |
|---|---|
| Maximum | 364 |
| Zeros | 400 |
| Zeros (%) | 26.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 106 |
| Q3 | 236 |
| 95-th percentile | 333 |
| Maximum | 364 |
| Range | 364 |
| Interquartile range (IQR) | 236 |
Descriptive statistics
| Standard deviation | 120.59427 |
|---|---|
| Coefficient of variation (CV) | 0.9341444 |
| Kurtosis | -1.2725992 |
| Mean | 129.09596 |
| Median Absolute Deviation (MAD) | 106 |
| Skewness | 0.40817629 |
| Sum | 195064 |
| Variance | 14542.978 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 400 | 26.5% |
| 306 | 14 | 0.9% |
| 333 | 13 | 0.9% |
| 360 | 13 | 0.9% |
| 247 | 12 | 0.8% |
| 219 | 11 | 0.7% |
| 212 | 10 | 0.7% |
| 195 | 10 | 0.7% |
| 21 | 10 | 0.7% |
| 39 | 9 | 0.6% |
| Other values (286) | 1009 |
| Value | Count | Frequency (%) |
| 0 | 400 | |
| 1 | 4 | 0.3% |
| 2 | 8 | 0.5% |
| 3 | 5 | 0.3% |
| 4 | 1 | 0.1% |
| 5 | 9 | 0.6% |
| 6 | 3 | 0.2% |
| 7 | 9 | 0.6% |
| 8 | 8 | 0.5% |
| 9 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 364 | 3 | 0.2% |
| 360 | 13 | |
| 359 | 2 | 0.1% |
| 358 | 2 | 0.1% |
| 357 | 4 | 0.3% |
| 355 | 4 | 0.3% |
| 354 | 3 | 0.2% |
| 352 | 2 | 0.1% |
| 351 | 2 | 0.1% |
| 349 | 7 |
chanceToApprove
Real number (ℝ)
ZEROS
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1846459 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 405 |
| Zeros (%) | 26.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 8 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.7586689 |
|---|---|
| Coefficient of variation (CV) | 0.86624038 |
| Kurtosis | 0.18299885 |
| Mean | 3.1846459 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.69363389 |
| Sum | 4812 |
| Variance | 7.6102542 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 0 | 405 | |
| 4 | 212 | |
| 3 | 195 | |
| 2 | 174 | |
| 5 | 155 | 10.3% |
| 6 | 102 | 6.8% |
| 8 | 80 | 5.3% |
| 7 | 77 | 5.1% |
| 1 | 77 | 5.1% |
| 12 | 24 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 405 | |
| 1 | 77 | 5.1% |
| 2 | 174 | |
| 3 | 195 | |
| 4 | 212 | |
| 5 | 155 | 10.3% |
| 6 | 102 | 6.8% |
| 7 | 77 | 5.1% |
| 8 | 80 | 5.3% |
| 10 | 10 | 0.7% |
| Value | Count | Frequency (%) |
| 12 | 24 | 1.6% |
| 10 | 10 | 0.7% |
| 8 | 80 | 5.3% |
| 7 | 77 | 5.1% |
| 6 | 102 | |
| 5 | 155 | |
| 4 | 212 | |
| 3 | 195 | |
| 2 | 174 | |
| 1 | 77 | 5.1% |
fullname
Text
| Distinct | 502 |
|---|---|
| Distinct (%) | 33.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.9 KiB |
Length
| Max length | 21 |
|---|---|
| Median length | 18 |
| Mean length | 13.031105 |
| Min length | 8 |
Characters and Unicode
| Total characters | 19690 |
|---|---|
| Distinct characters | 51 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 106 ? |
|---|---|
| Unique (%) | 7.0% |
Sample
| 1st row | Admin Admin |
|---|---|
| 2nd row | Admin Admin |
| 3rd row | HARSH SINGH |
| 4th row | HARSH SINGH |
| 5th row | HARSH SINGH |
| Value | Count | Frequency (%) |
| brown | 35 | 1.2% |
| john | 34 | 1.1% |
| robert | 31 | 1.0% |
| smith | 30 | 1.0% |
| david | 28 | 0.9% |
| michael | 28 | 0.9% |
| jennifer | 26 | 0.9% |
| kelly | 25 | 0.8% |
| moore | 25 | 0.8% |
| christopher | 25 | 0.8% |
| Other values (544) | 2735 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1820 | 9.2% |
| a | 1770 | 9.0% |
| 1511 | 7.7% | |
| n | 1447 | 7.3% |
| r | 1431 | 7.3% |
| i | 1179 | 6.0% |
| o | 1167 | 5.9% |
| l | 1002 | 5.1% |
| s | 850 | 4.3% |
| t | 689 | 3.5% |
| Other values (41) | 6824 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 19690 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1820 | 9.2% |
| a | 1770 | 9.0% |
| 1511 | 7.7% | |
| n | 1447 | 7.3% |
| r | 1431 | 7.3% |
| i | 1179 | 6.0% |
| o | 1167 | 5.9% |
| l | 1002 | 5.1% |
| s | 850 | 4.3% |
| t | 689 | 3.5% |
| Other values (41) | 6824 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 19690 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1820 | 9.2% |
| a | 1770 | 9.0% |
| 1511 | 7.7% | |
| n | 1447 | 7.3% |
| r | 1431 | 7.3% |
| i | 1179 | 6.0% |
| o | 1167 | 5.9% |
| l | 1002 | 5.1% |
| s | 850 | 4.3% |
| t | 689 | 3.5% |
| Other values (41) | 6824 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 19690 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1820 | 9.2% |
| a | 1770 | 9.0% |
| 1511 | 7.7% | |
| n | 1447 | 7.3% |
| r | 1431 | 7.3% |
| i | 1179 | 6.0% |
| o | 1167 | 5.9% |
| l | 1002 | 5.1% |
| s | 850 | 4.3% |
| t | 689 | 3.5% |
| Other values (41) | 6824 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| userId_x | proficiency | VerificationStatus | hackerRankScore | designation | projectName | ProjectDescription | certificateName | CertificateDescription | issuingAuthority | validityPeriodMonths | CurentStatus | comments | rating | skillName | total_project_days | chanceToApprove | fullname | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NaN | intermediate | Verified | 12.0 | Architect | NaN | NaN | NaN | NaN | NaN | 0.0 | Approved | Agent oil away. That among offer tell most.\r\nNumber plan effort child doctor beyond wonder. Herself change bank happy. Suffer issue foreign candidate despite imagine. | 5.0 | DBT | 0.0 | 0.0 | Admin Admin |
| 1 | 66129473addf941b98f24c4a | advanced | Verified | 71.0 | Architect | NaN | NaN | box | Whom might when weight own. | Mitchell Inc | 28.0 | Rejected | After information practice response teacher.\r\nIdentify main doctor skill large. Eat group window watch art hotel prevent. | 4.0 | React Native | 0.0 | 4.0 | Admin Admin |
| 2 | 66129472addf941b98f24c39 | advanced | Verified | 6.0 | Principal Architect | Hicks-Rodriguez | Name history consumer allow expert. Because enjoy establish perform recognize teacher.\r\nSocial letter food over perhaps appear. Two walk least generation small admit.\r\nThought different else week here. | world | Process its direction yeah. | Adkins-Fisher | 37.0 | Approved | Door audience month test police. Service stage very entire account resource do. Likely claim each prove office research money. | 1.0 | Flask | 25.0 | 4.0 | HARSH SINGH |
| 3 | 66129484addf941b98f24d52 | advanced | Verified | 54.0 | Principal Architect | NaN | NaN | radio | Whom reach part career. | King Inc | 47.0 | Approved | Person opportunity probably local response. Citizen director thought exactly drive education case. | 2.0 | React | 0.0 | 5.0 | HARSH SINGH |
| 4 | NaN | advanced | Verified | 81.0 | Principal Architect | NaN | NaN | NaN | NaN | NaN | 0.0 | Approved | Enough media hard today theory guess defense same. Employee debate leg yard leave reality. Begin unit free behavior chance voice above. | 4.0 | React Native | 0.0 | 0.0 | HARSH SINGH |
| 5 | NaN | NaN | NaN | 0.0 | Sr. Software Engineer | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | 0.0 | NaN | 0.0 | 0.0 | Rajib Parbat |
| 6 | NaN | intermediate | Verified | 3.0 | Solution Enabler | Keller PLC | Machine network dream here ask detail single. Paper improve third laugh entire cause despite. He study others.\r\nThroughout executive old travel. Per health news. Put population us receive. | NaN | NaN | NaN | 0.0 | Rejected | Loss quite small court left oil leader herself. Brother practice system professional home office than. Catch two coach country prevent financial light. | 2.0 | Project Mgmt | 305.0 | 0.0 | swarnadeep pramanik |
| 7 | 6612946caddf941b98f24be3 | intermediate | Not Verified | 60.0 | Solution Enabler | Schultz, Jacobs and Warner | Relationship employee wife. Design for hour office factor eight hear.\r\nNumber tree school church capital. Mission daughter student may form summer. Consider impact heart. | about | Agent network pattern book identify. | Knight-Garcia | 3.0 | Pending | NaN | 0.0 | Presenting | 304.0 | 12.0 | mirror acctwo |
| 8 | NaN | advanced | Not Verified | 19.0 | Solution Enabler | Campos and Sons | Information begin article true. Base body clearly hotel artist.\r\nFinish general different director. Public strong along business this former. | NaN | NaN | NaN | 0.0 | Rejected | Community life lawyer technology big I. Response go machine history amount process child nothing. | -1.0 | Project Mgmt | 303.0 | 0.0 | mirror acctwo |
| 9 | 6612947daddf941b98f24cf0 | intermediate | Not Verified | 13.0 | Solution Enabler | NaN | NaN | plant | Hair often any help treat oil event up. | Brown, Pierce and Blackburn | 42.0 | Approved | Wear power reduce movement. Resource team president good.\r\nMeasure generation phone. Arrive morning campaign suddenly tend forward someone. Site trouble million thousand hear. | -1.0 | AWS Lambda | 0.0 | 2.0 | mirror acctwo |
| userId_x | proficiency | VerificationStatus | hackerRankScore | designation | projectName | ProjectDescription | certificateName | CertificateDescription | issuingAuthority | validityPeriodMonths | CurentStatus | comments | rating | skillName | total_project_days | chanceToApprove | fullname | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1501 | 6612946baddf941b98f24bd1 | beginner | Not Verified | 13.0 | Software Engineer | Wolf-White | Like about see practice low hit my truth. Top continue green in.\r\nFree skin agency. Sign west while culture continue must. | election | Coach call age recognize public. | Newton PLC | 41.0 | Rejected | Member issue throughout make various. Dinner today kind give tree daughter fund.\r\nEat at simply soldier scientist imagine. Development family more factor various. | -3.0 | Presenting | 331.0 | 3.0 | Lori Aguilar |
| 1502 | NaN | intermediate | Verified | 57.0 | Software Engineer | Fields, Scott and Allen | Treatment financial a head resource. Shoulder Mrs before listen offer win alone. Election message talk move similar inside. Leg day door include much. | NaN | NaN | NaN | 0.0 | Pending | NaN | 0.0 | Snowflake | 305.0 | 0.0 | Lori Aguilar |
| 1503 | NaN | intermediate | Verified | 43.0 | Sr. Software Engineer | Browning, Faulkner and Lee | Box test blood go most. Whatever yourself well peace. Character floor grow never before call next.\r\nCompany admit near. Order station such that like.\r\nTrade best citizen avoid. Might democratic friend. | NaN | NaN | NaN | 0.0 | Approved | Easy all alone on respond. Population inside local fall own prevent message. Order long series growth professional director. | 3.0 | AWS | 315.0 | 0.0 | Ralph Beltran |
| 1504 | 66129478addf941b98f24c97 | advanced | Verified | 51.0 | Sr. Software Engineer | Klein-Goodman | Indicate community no. Public writer data professor indicate radio side.\r\nDay my mention imagine including southern.\r\nSign exactly bad own live. Alone forward safe reduce. Tv stuff hospital kid mind. | dinner | Stop Mrs capital early. | Smith PLC | 48.0 | Pending | NaN | 0.0 | Power BI | 18.0 | 6.0 | Ralph Beltran |
| 1505 | 66129484addf941b98f24d5c | beginner | Verified | 23.0 | Solution Enabler | NaN | NaN | process | Political direction information PM subject. | King-Green | 45.0 | Pending | NaN | 0.0 | Snowflake | 0.0 | 1.0 | Melissa Jones |
| 1506 | NaN | intermediate | Not Verified | 61.0 | Solution Enabler | Vega-Yang | Seek hold view. Season station purpose until special cultural no. Continue manager kind positive house themselves company since. | NaN | NaN | NaN | 0.0 | Pending | NaN | 0.0 | Flask | 23.0 | 0.0 | Melissa Jones |
| 1507 | 66129472addf941b98f24c3f | advanced | Not Verified | 67.0 | Sr. Software Engineer | Little-Edwards | Movie state manager a close so participant. Tax once play far.\r\nAdult heavy first relate baby want skin. Perhaps half health receive level put improve. | require | Sense agree purpose American rate time international. | Smith, Logan and Morris | 28.0 | Rejected | Little office summer her thing father low design. Western green material guess necessary exactly event. Of end democratic admit.\r\nCard character remain. Chance let rate similar remain yard. | -3.0 | Flask | 18.0 | 8.0 | Glenda Gordon |
| 1508 | 66129486addf941b98f24d74 | intermediate | Verified | 47.0 | Sr. Software Engineer | NaN | NaN | would | Player have rise feeling should budget. | Carney, Gray and Foley | 26.0 | Approved | Stand worker including bring. Finish or language official owner cut notice.\r\nWestern late budget morning. Card value other you deal drop. South visit final reality learn cut high. | 3.0 | Presenting | 0.0 | 4.0 | Glenda Gordon |
| 1509 | 66129488addf941b98f24d90 | beginner | Not Verified | 54.0 | Sr. Software Engineer | James Group | Himself maintain kind part activity. Might whose seek.\r\nSerious school ball night attack sea job various. Those marriage service child final window. | issue | Son executive capital probably. | Willis PLC | 25.0 | Rejected | Marriage reveal develop computer difference over film scientist. Nor win whom authority. Mother production or employee usually.\r\nBuy coach key so itself. Notice society step. | -3.0 | Snowflake | 74.0 | 2.0 | Glenda Gordon |
| 1510 | NaN | beginner | Verified | 27.0 | Sr. Software Engineer | NaN | NaN | NaN | NaN | NaN | 0.0 | Pending | NaN | 0.0 | AWS | 0.0 | 0.0 | Glenda Gordon |